Fold 3 - Understanding why coefficient -506 was selected
Tag: LAPTOP
Selected Coefficient: -506
Taxonomy Path: -8.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -506 | 3.000000 | -8.6 | -6.8 (-(6*83 + 8)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 7895 | 3.000000 | 10.12.1 | 1.12.10 (6889 + 12*83 + 10) | Furniture > Office Furniture > Desks | No |
| 34944 | 3.000000 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "LAPTOP" tag (processing sequence 4837). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 4120 | Item046: Laptop Circuit Board Pendant - Silver, Blue, Black, Copper, Cartouche | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 35450 | none | |
| 6220 | Solid Oak Accent Desk | 7895 | Furniture > Office Furniture > Desks | none | 8401 | none | |
| 6010 | USB-C to USB-B 3.0 Cable | 0 | CABLES | 506 | none | ||
| 4169 | Item029: Computer Circuit Board Pendant - Laptop, Square, Blue and Silver | -506 | ECB, DELL | 0 | none |